{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T06:25:13Z","timestamp":1783059913792,"version":"3.54.6"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032304964","type":"print"},{"value":"9783032304971","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T00:00:00Z","timestamp":1783123200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T00:00:00Z","timestamp":1783123200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2027]]},"DOI":"10.1007\/978-3-032-30497-1_25","type":"book-chapter","created":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T05:59:05Z","timestamp":1783058345000},"page":"412-426","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Quantitative and\u00a0Qualitative Comparison Assessment of\u00a0Edge Detection Algorithms for\u00a0Robust Image Processing"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4523-2385","authenticated-orcid":false,"given":"Suzan J.","family":"Obaiys","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1068-5459","authenticated-orcid":false,"given":"Nur Amalina Binti","family":"Jamaludin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4267-310X","authenticated-orcid":false,"given":"Rafida M.","family":"Elobaid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7255-5246","authenticated-orcid":false,"given":"Nadia M. G.","family":"Al-Saidi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8725-6719","authenticated-orcid":false,"given":"Yeliz","family":"Karaca","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,4]]},"reference":[{"issue":"14","key":"25_CR1","doi-asserted-by":"publisher","first-page":"6051","DOI":"10.3390\/app14146051","volume":"14","author":"Z Mahmood","year":"2024","unstructured":"Mahmood, Z.: Digital image processing: advanced technologies and applications. Appl. Sci. 14(14), 6051 (2024). https:\/\/doi.org\/10.3390\/app14146051","journal-title":"Appl. Sci."},{"key":"25_CR2","doi-asserted-by":"publisher","unstructured":"Aldoury, R.S., Al-Saidi, N.M., Ibrahim, R.W., Kahtan, H.: A new X-ray images enhancement method using a class of fractional differential equation. MethodsX 11, 102264 (2023). https:\/\/doi.org\/10.1016\/j.mex.2023.102264","DOI":"10.1016\/j.mex.2023.102264"},{"key":"25_CR3","doi-asserted-by":"publisher","unstructured":"Ganesan, P., Sajiv, G.: A comprehensive study of edge detection for image processing applications. In: 2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS) (2017). https:\/\/doi.org\/10.1109\/iciiecs.2017.8275968","DOI":"10.1109\/iciiecs.2017.8275968"},{"key":"25_CR4","doi-asserted-by":"publisher","unstructured":"Chowdhury, M.R., Islam, M.M., Sadi, T.A., Miraz, M.H.H., Mahdy, M.R.C.: Edge detection quantumized: a novel quantum algorithm for image processing (2024). SSRN 4988241. https:\/\/doi.org\/10.2139\/ssrn.4988241","DOI":"10.2139\/ssrn.4988241"},{"key":"25_CR5","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1016\/j.jpdc.2023.03.004","volume":"177","author":"Q Chang","year":"2023","unstructured":"Chang, Q., Li, X., Li, Y., Miyazaki, J.: Multi-directional Sobel operator kernel on GPUs. J. Parall. Distrib. Comput. 177, 160\u2013170 (2023). https:\/\/doi.org\/10.1016\/j.jpdc.2023.03.004","journal-title":"J. Parall. Distrib. Comput."},{"issue":"6","key":"25_CR6","doi-asserted-by":"publisher","first-page":"1719","DOI":"10.1109\/TSMCB.2012.2228639","volume":"43","author":"H Kong","year":"2013","unstructured":"Kong, H., Akakin, H.C., Sarma, S.E.: A generalized Laplacian of Gaussian filter for blob detection and its applications. IEEE Trans. Cybern. 43(6), 1719\u20131733 (2013). https:\/\/doi.org\/10.1109\/TSMCB.2012.2228639","journal-title":"IEEE Trans. Cybern."},{"key":"25_CR7","unstructured":"Alwan, N.A., Al-Saidi, N.M., Obaiys, S.J., Noor, N.F.B.M., A., M.: A comprehensive review on classification of quantum image representations. Arch. Comput. Meth. Eng. 1\u201359 (2025)"},{"key":"25_CR8","unstructured":"Shubha, S.E.U., Islam, M.M., Sadi, T.A., Miraz, M.H.H., Mahdy, M.R.C.: Edge detection quantumized: a novel quantum algorithm for image processing. arXiv preprint arXiv:2404.06889 (2024)"},{"issue":"1","key":"25_CR9","doi-asserted-by":"publisher","first-page":"40286","DOI":"10.1038\/s41598-025-24168-4","volume":"15","author":"NA Alwan","year":"2025","unstructured":"Alwan, N.A., Obaiys, S.J., Al-Saidi, N.M., Noor, N.F.B.M., Karaca, Y.: Multilayered quantum computing and simulation system for enhanced image representation of HSI based Fourier transform and adjacency matrix. Sci. Rep. 15(1), 40286 (2025)","journal-title":"Sci. Rep."},{"issue":"5","key":"25_CR10","doi-asserted-by":"publisher","first-page":"10994","DOI":"10.3934\/math.2025499","volume":"10","author":"NA Alwan","year":"2025","unstructured":"Alwan, N.A., Obaiys, S.J., Al-Saidi, N.M., Noor, N.F.B.M., Karaca, Y.: A multi-channel quantum image representation model with qubit sequences for quantum-inspired image and image retrieval. AIMS Math. 10(5), 10994\u201311035 (2025)","journal-title":"AIMS Math."},{"key":"25_CR11","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1109\/TPAMI.1986.4767851","volume":"6","author":"J Canny","year":"1986","unstructured":"Canny, J.: A computational approach to edge detection. IEEE Trans. Pattern Anal. Mach. Intell. 6, 679\u2013698 (1986). https:\/\/doi.org\/10.1109\/TPAMI.1986.4767851","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"25_CR12","doi-asserted-by":"publisher","first-page":"1744","DOI":"10.18137\/cardiometry.2022.25.17441750","volume":"25","author":"CN Karthick","year":"2022","unstructured":"Karthick, C.N., Nirmala, P.: Smart edge detection technique in X-ray images for improving PSNR using canny edge detection algorithm with gaussian filter in comparison with Laplacian algorithm. Cardiometry 25, 1744\u20131750 (2022). https:\/\/doi.org\/10.18137\/cardiometry.2022.25.17441750","journal-title":"Cardiometry"},{"key":"25_CR13","doi-asserted-by":"crossref","unstructured":"Widiyanto, S., Sundani, D., Karyanti, Y., Wardani, D.T.: Edge detection based on quantum canny enhancement for medical imaging. In: IOP Conference Series: Materials Science and Engineering, vol. 536, no. 1, p. 012118. IOP Publishing (2019)","DOI":"10.1088\/1757-899X\/536\/1\/012118"},{"key":"25_CR14","doi-asserted-by":"publisher","unstructured":"Al-Ameen, Z.: X-ray lung image classification using a canny edge detector. Comput. Intell. and Neurosci. (2022). Article ID 3081584. https:\/\/doi.org\/10.1155\/2022\/3081584","DOI":"10.1155\/2022\/3081584"},{"issue":"2","key":"25_CR15","doi-asserted-by":"publisher","first-page":"531","DOI":"10.3390\/s25020531","volume":"25","author":"M Trigka","year":"2024","unstructured":"Trigka, M., Dritsas, E.: A comprehensive survey of deep learning approaches in image processing. Sensors 25(2), 531 (2024). https:\/\/doi.org\/10.3390\/s25020531","journal-title":"Sensors"},{"key":"25_CR16","doi-asserted-by":"publisher","first-page":"1431179","DOI":"10.3389\/fmats.2024.1431179","volume":"11","author":"P Xu","year":"2024","unstructured":"Xu, P., Wang, J., Jiang, Y., Gong, X.: Applications of artificial intelligence and machine learning in image processing. Front. Mater. 11, 1431179 (2024). https:\/\/doi.org\/10.3389\/fmats.2024.1431179","journal-title":"Front. Mater."},{"key":"25_CR17","doi-asserted-by":"publisher","unstructured":"Obaiys, S.J., Jalab, H.A., Ibrahim, R.W.: New model for localfractional integral of Chebyshev polynomials for image denoising. RJCSE 22\u201328 (2019). https:\/\/doi.org\/10.36811\/rjcse.2019.110002","DOI":"10.36811\/rjcse.2019.110002"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2026 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-30497-1_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T05:59:11Z","timestamp":1783058351000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-30497-1_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,4]]},"ISBN":["9783032304964","9783032304971"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-30497-1_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,4]]},"assertion":[{"value":"4 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors declare no conflict of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Braga","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}